[Feature] improve orc and parquet file reading using arrow

[Pandas886]

Search before asking

• [x] I searched in the issues and found nothing similar.

Motivation

Can the following test results be referenced to improve reading performance?

https://github.com/REASY/arrow-hadoop-parquet-readers-benchmark

Solution

No response

Anything else?

No response

Are you willing to submit a PR?

• [ ] I'm willing to submit a PR!